Abstract
Multi-objective evolutionary algorithms (MOEAs) are becoming increasingly popular for solving environmental and water resources optimisation problems. In the past, the focus of these studies has generally been on methodological issues related to the optimisation algorithm, while the incorporation of stakeholder preferences in the MOEA solution process has largely been ignored. In recent years, there has been increased recognition of the need to apply these approaches to real-world problems to facilitate the realisation of their full potential. However, in most of these studies, stakeholder input was only used to direct the optimisation search process or select the final optimal solution(s), while the contribution of stakeholder input to other important components of the problem solving process was not considered. The reason for this is that the full consideration of stakeholder input in solving environmental and water resources optimisation problems requires the development of a more holistic approach, which involves a range of additional challenges. To address these challenges, a framework for including stakeholder input in real-world optimisation problems has been developed as part of the Optimal Water Resources Mix (OWRM) project initiated by the South Australian Government through the Goyder Institute for Water Research. The framework includes a conceptual framework (Figure 1) and a procedure for its implementation. The framework was applied to an urban water supply security study for Adelaide, South Australia. A summary of the framework and how it was implemented to identify optimal water sourcing options for the Adelaide case study is presented in this paper. This study highlights the important role of stakeholder input at the various stages of the problem formulation and optimisation process, analysis and results, although it can be expensive and time consuming to do so. It is recommended that adequate resources be made available for stakeholder engagement in project plans and budgets, as there needs to be clear and ongoing communication between stakeholder groups throughout the project. It also demonstrates that the use of MOEAs as the optimisation engine, together with appropriate stakeholder input, provides a combination that is well-suited to solving real-world water resources problems.
Original language | English |
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Title of host publication | Proceedings of the 24th International Congress on Modelling and Simulation, (MODSIM 2021): Modelling for Action With a Flood of Data and a Cloud of Uncertainty, 5-10 December 2021, University of Sydney and International Convention Centre Sydney, Darling Harbour |
Publisher | Modelling and Simulation Society of Australia and New Zealand |
Pages | 274-280 |
Number of pages | 7 |
ISBN (Print) | 9780987214386 |
DOIs | |
Publication status | Published - 2021 |
Event | MSSANZ/IMACS Biennial Conference on Modelling and Simulation - Duration: 9 Jul 2023 → … |
Conference
Conference | MSSANZ/IMACS Biennial Conference on Modelling and Simulation |
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Period | 9/07/23 → … |